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KCL Pattern Recognition, Neural Networks And Deep Learning

This class was created by Brainscape user tyrion lannister. Visit their profile to learn more about the creator.

By: tyrion lannister
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Decks in this class (19)

Week 1
What is the aim of pattern recogn...,
Disciplines related to pattern re...,
Disciplines to which pattern reco...
19  cards
Week 2
Define a discriminate function 1,
Math def of dichotomizer discrimi...,
Def linear discriminant function 3
29  cards
Week 3
Neurons in brain of human cat ins...,
Neuron consists of 2,
What is a synapse 3
41  cards
Week 4
Goal of nns 1,
Characteristics of nns 2,
Difference between ff nns and fee...
28  cards
Week 5
What is a deep nn what is shallow...,
Why question he s of deep nns why...,
Unnecessarily confusing example o...
42  cards
Week 6
Common uses of gans 1,
Explicit model trackable density 2,
Approximate density 3
23  cards
Week 7
Feature engineering modify 1,
Benefits of feature selection 2,
Feature extraction 3
22  cards
Week 8
Relate svms to linear discriminan...,
Goal of svms 2 class classificati...,
How to design optimal svm 3
21  cards
Week 9
Motivate ensemble methods 1,
Idea of ensemble methods 2,
What is bagging 3
20  cards
Week 10
Purposes of clustering 1,
Types of clustering 2,
K means clustering problem goal c...
21  cards
Tut 1
Exemplar 1,
Dataset 2,
Generalisation 3
10  cards
Tut 2
Columns for sequential perception...,
Columns for sequential multi clas...,
Columns for sequential widrow hof...
3  cards
week 2 - chatgpt
What is the main assumption behin...,
What is the update rule for the s...,
What is the update rule for the b...
11  cards
week 3 - chatgpt
What limitation of linear discrim...,
What is the key difference betwee...,
Why can t a single layer perceptr...
10  cards
week 4 - chatgpt
What limitation of single layer p...,
What is the universal approximati...,
Why are differentiable activation...
11  cards
week 5 - chatgpt
What is the main advantage of usi...,
What is the vanishing gradient pr...,
What is the exploding gradient pr...
12  cards
week 6 - chatgpt
What are the two components of a ...,
What is the main objective of a g...,
What is the typical loss function...
10  cards
week 7 -chatgpt
What is the difference between fe...,
What is the goal of principal com...,
Is pca a supervised or unsupervis...
11  cards
Tut 3
Annoying thing to remember with s...,
Thing to remember about negative ...,
Neuron def 3
5  cards

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KCL Pattern Recognition, Neural Networks And Deep Learning

  • Class purpose General learning

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